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ISSN: 2333-9721
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Exponential Attraction Domain and Exponential Convergent Rate of Associative Memory Neural Networks with Delays
含时延的联想记忆神经网络的指数吸引域和指数收敛速度(英文)

Keywords: delay,associative memory neural network,exponential attraction domain,exponential convergent rate
时延
,联想记忆神经网络,指数吸引域,指数收敛速度

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Abstract:

Exponential stability of associative memory neural networks with delays, in which there are more equilibria corresponding to different modes, is discussed by employing the inequality techniques and the properties of nonnegative matrices. Some estimation results about the exponential attraction domain and the exponential convergent rate of equilibrium and sufficient conditions for associative memory neural networks with delays to be exponentially stable are obtained. These results can be used not only for evaluation of error-correction capability of associative memory neural networks with delays, but also for the synthesis of such networks.

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